dsp.ArrayPlot

Display vectors or arrays

Description

Display vectors or arrays where the data is uniformly spaced along the x-axis.

Creation

Syntax

scope = dsp.ArrayPlot

scope = dsp.ArrayPlot(Name,Value)

Description

scope = dsp.ArrayPlot creates an Array Plot object, scope.

scope = dsp.ArrayPlot(Name,Value) sets properties using one or more name-value pairs. Enclose each property name in single quotes. For example, scope = dsp.ArrayPlot("NumInputPorts",3)

Properties

Most properties can be changed from the dsp.ArrayPlot UI.

Plot Configuration

NumInputPorts — Number of input ports

1 (default) | integer between [1, 96]

Number of input ports, specified as a positive integer. Each signal coming through a separate input becomes a separate channel in the scope. You must invoke the scope with the same number of inputs as the value of this property.

XDataMode — Source of the x-data spacing

"Sample increment and X-offset" (default) | "Custom"

Specify whether to use the SampleIncrement and XOffset property values to determine spacing, or specify your own custom spacing. If you specify "Custom", you also must specify the CustomXData property values.

You can set this property only when creating the object.

UI Use

Open the Plot tab, click Settings, and set X-Data Mode.

Data Types: char | string

CustomXData — X-data values

empty vector (default) | vector

Specify the desired x-data values as a row or column vector of length equal to the frame length of the inputs. If you use the default (empty vector) value, the x-data is uniformly spaced and set to (0:L–1), where L is the frame length.

You can set this property only when creating the object.

Example: scope = dsp.ArrayPlot("XDataMode","Custom","CustomXData",logspace(0,log10(44100/2),1024))

UI Use

Open the Plot tab, click Settings, and set X-Data Mode to Custom and specify Custom X-Data.

Dependency

To use this property, set XDataMode to "Custom".

SampleIncrement — Sample increment of input

1 (default) | finite numeric scalar

Specify the spacing between samples along the x-axis as a finite numeric scalar. The input signal is only y-axis data. x-axis data is set automatically based on the XOffset and SampleIncrement properties. For example, when Xoffset is 0 and SampleIncrement is 1, the x-data for the input signal is set to 0, 1, 2, 3, 4, etc. If you set SampleIncrement to 0.25, the x-axis data becomes 0, 0.25, 0.5, 0.75, 1, etc.

UI Use

Open the Plot tab, click Settings, and set Sample Increment.

XOffset — Display offset of x-axis

0 (default) | scalar

Specify the offset to display on the x-axis. This property is a scalar

UI Use

Open the Plot tab, click Settings, and set X-Offset.

XScale — Scale of x-axis

"Linear" (default) | "Log"

Specify whether the scale of the x-axis is "Linear" or "Log". If XOffset is a negative value, you cannot set this property to "Log".

UI Use

Open the Plot tab, click Settings, and set XScale.

Data Types: char | string

YScale — Scale of y-axis

"Linear" (default) | "Log"

Specify whether the scale of the y-axis is "Linear" or "Log".

UI Use

Open the Plot tab, click Settings, and set YScale.

Data Types: char | string

PlotType — Control type of plot

"Stem" (default) | "Line" | "Stairs"

Specify the type of plot to use for all the input signals displayed in the scope window:

• "Stem" – The scope displays the input signal as circles with vertical lines extending down to the x-axis at each of the sampled values. This option is similar to the stem function.

• "Line" – The scope displays the input signal as lines connecting each of the sampled values. This option is similar to the line or plot functions.

• "Stairs" – The scope displays the input signal as a stair-step graph. A stair-step graph is made up of only horizontal lines and vertical lines. Each horizontal line represents the signal value for a discrete sample period and is connected to two vertical lines. Each vertical line represents a change in values occurring at a sample. This option is similar to the stairs function. Stair-step graphs are useful for drawing time history graphs of digitally sampled data.

UI Use

Open the Settings and set Plot Type.

Data Types: char | string

AxesScaling — Axes scaling mode

"OnceAtStop" (default) | "Auto" | "Manual" | "Updates"

Specify when the scope scales the axes. Valid values are:

• "Auto" — The scope scales the axes as needed to fit the data, both during and after simulation.

• "Manual" — The scope does not scale the axes automatically.

• "OnceAtStop" — The scope scales the axes when the simulation stops.

• "Updates" — The scope scales the axes once and only once after 10 updates.

You can set this property only when creating the object.

UI Use

Hover over the array plot to see the zoom , pan , and autoscale buttons. You can also zoom and pan using your mouse.

Data Types: char | string

Visualization

Name — Window name

'Array Plot' (default) | character vector | string scalar

Specify the name of the scope. This name appears as the title of the scope's figure window. To specify a title of a scope plot, use the Title property.

Data Types: char | string

Position — Scope window position in pixels

screen center (default) | [left bottom width height]

Specify, in pixels, the size and location of the scope window as a four-element vector of the form [left bottom width height]. By default, the scope window appears in the center of your screen with a width of 800 pixels and height of 450 pixels. The default values for this property may change depending on your screen resolution.

MaximizeAxes — Maximize axes control

"Auto" (default) | "On" | "Off"

Specify whether to display the scope in maximized-axes mode. In this mode, the axes are expanded to fit into the entire display. To conserve space, labels do not appear in each display. Instead, tick-mark values appear on top of the plotted data. You can select one of the following options:

• "Auto" — The axes appear maximized in all displays only if the Title and YLabel properties are empty for every display. If you enter any value in any display for either of these properties, the axes are not maximized.

• "On" — The axes appear maximized in all displays. Any values entered into the Title and YLabel properties are hidden.

• "Off" — None of the axes appear maximized.

UI Use

Hover over the array plot to see the maximize axes button .

Data Types: char | string

Title — Display title

'' (default) | character vector | string scalar

Specify the display title as a character vector or string.

UI Use

Open the Plot tab, click Settings, and set Title.

Data Types: char | string

ShowLegend — Show legend

false (default) | true

To show a legend with the input names, set this property to true.

From the legend, you can control which signals are visible. This control is equivalent to changing the visibility in the Style dialog box. In the scope legend, click a signal name to hide the signal in the scope. To show the signal, click the signal name again. To show only one signal, right-click the signal name. To show all signals, press Esc.

Note

The legend only shows the first 20 signals. Any additional signals cannot be viewed or controlled from the legend.

UI Use

On the Plot tab, click Legend.

Data Types: logical

ChannelNames — Channel names

empty cell (default) | cell array of character vectors

Specify the input channel names as a cell array of character vectors. The names appear in the legend, Style dialog box, and Measurements panels. If you do not specify names, the channels are labeled as Channel 1, Channel 2, etc.

Dependency

To see channel names, set ShowLegend to true.

Data Types: char

ShowGrid — Display grid

true (default) | false

Set this property to true to show grid lines on the plot.

UI Use

Open the Plot tab, click Settings, and select Grid.

PlotAsMagnitudePhase — Plot signal as magnitude and phase

false (default) | true

• true – The scope plots the magnitude and phase of the input signal on two separate axes within the same active display.

• false – The scope plots the real and imaginary parts of the input signal on two separate axes within the same active display.

This property is useful for complex-valued input signals. Turning on this property affects the phase for real-valued input signals. When the amplitude of the input signal is nonnegative, the phase is 0 degrees. When the amplitude of the input signal is negative, the phase is 180 degrees.

UI Use

On the Plot tab, select the Magnitude Phase button.

XLabel — x-axis label

"" (default) | character vector | string scalar

Specify the text for the scope to display below the x-axis.

UI Use

Open the Plot tab, click Settings, and set XLabel.

Data Types: char | string

YLabel — y-axis label

"Amplitude" (default) | character vector | string scalar

Specify the text for the scope to display to the left of the y-axis.

Dependencies

This property applies only when PlotAsMagnitudePhase is false. When PlotAsMagnitudePhase is true, the two y-axis labels are read-only values "Magnitude" and "Phase", for the magnitude plot and the phase plot, respectively.

UI Use

Open the Plot tab, click Settings, and set YLabel.

Data Types: char | string

YLimits — y-axis limits

[-10,10] (default) | [ymin, ymax]

Specify the y-axis limits as a two-element numeric vector, [ymin, ymax].

If PlotAsMagnitudePhase is false, the default is [-10,10]. If PlotAsMagnitudePhase is true, the default is [0,10].

Dependencies

When PlotAsMagnitudePhase is true, this property specifies the y-axis limits of only the magnitude plot. The y-axis limits of the phase plot are always [-180,180].

UI Use

Open the Plot tab, click Settings, and set Y-Axis Limits as a two-element numeric vector.

Usage

Syntax

scope(signal)

scope(signal1,signal2,...,signalN)

Description

scope(signal) displays the signal in the Array Plot.

scope(signal1,signal2,...,signalN) displays multiple signals in the Array Plot. The signals must have the same frame length, but can vary in number of channels. You must set the NumInputPorts property to enable multiple input signals.

Input Arguments

signal — Input signal or signals to visualize

scalar | vector | matrix

Specify one or more input signals to visualize in the dsp.ArrayPlot. Signals can have a different number of channels, but they must have the same frame length.

Example: scope(signal1, signal2)

UI Customization

To customize the style of signals on the array plot, open the Settings and use the bottom row of options to select a signal and modify the style, width, color, and marker type.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | fi

Object Functions

To use an object function, specify the object as the first input argument.

generateScript

Generate MATLAB script to create scope with current settings

show	Display scope window
hide	Hide scope window
isVisible	Determine visibility of scope

step	Run System object algorithm
release	Release resources and allow changes to System object property values and input characteristics
reset	Reset internal states of System object

Examples

Plot a Gaussian Distribution

Note: This example runs only in R2016b or later. If you are using an earlier release, replace each call to the object with the equivalent step syntax. For example, myObject(x) becomes step(myObject,x).

Create a new Array Plot object.

scope = dsp.ArrayPlot;

Warning: MATLAB Connector is not running. 
Warning: MATLAB Connector is not running. 

Configure the properties of the Array Plot object for a Gaussian distribution.

scope.YLimits = [0 1];
scope.XOffset = -2.5;
scope.SampleIncrement = 0.1;
scope.Title = 'Gaussian distribution';
scope.XLabel = 'X';
scope.YLabel = 'f(X)';

Call the Array Plot object to plot a Gaussian distribution.

scope(exp(-(-2.5:.1:2.5).*(-2.5:.1:2.5))')

Plot Changing Filter Weights

Note: This example runs only in R2016b or later. If you are using an earlier release, replace each call to the object with the equivalent step syntax. For example, myObject(x) becomes step(myObject,x).

View least mean squares (LMS) adaptive filter weights on the Array Plot figure. Watch the filter weights change as they adapt to filter a noisy input signal.

Create an LMS adaptive filter System object.

lmsFilter = dsp.LMSFilter(40,'Method','Normalized LMS','StepSize',0.002);

Create and configure a dsp.AudiFileReader System object to read the input signal from the specified audio file.

signalSource = dsp.AudioFileReader('dspafxf_8000.wav',...
    'SamplesPerFrame',40, ...
    'PlayCount',Inf,...
    'OutputDataType','double');

Create and configure a dsp.FIRFilter System object to filter random white noise, creating colored noise.

firFilter = dsp.FIRFilter('Numerator',fir1(39,0.25));

Create and configure an Array Plot System object to display the adaptive filter weights.

scope = dsp.ArrayPlot('XLabel','Filter Tap', ...
    'YLabel','Filter Weight', ...
    'YLimits',[-0.05 0.2]');

Plot the LMS filter weights as they adapt to a desired signal. Read from the audio file, produce random data, and filter the random data. Update the filter weights and plot the filter weights.

numplays = 0;
while numplays < 3
    [y, eof]    = signalSource();
    noise       = rand(40,1);
    noisefilt   = firFilter(noise);
    desired     = y + noisefilt;
    [~, ~, wts] = lmsFilter(noise,desired);
    scope(wts);
    numplays = numplays + eof;
end

Tips

• To close the Array Plot window and clear its associated data, use the MATLAB^® clear function.

• To hide or show the Array Plot window, use the hide and show functions.

Extended Capabilities

C/C++ Code Generation

Generate C and C++ code using MATLAB® Coder™.

Usage notes and limitations:

• Supports MEX code generation by treating the calls to the object as extrinsic. Does not support code generation for standalone applications.

• See System Objects in MATLAB Code Generation (MATLAB Coder).